What makes the decision hard?
- Platform recommendations push spend changes without enough business context.
- Budget pacing issues are easy to see but hard to act on safely.
- Approval, rationale, outcome, and learning often live in separate places.
- Teams cannot easily tell whether a recommendation is reliable or ready.
- Deferred budget decisions are rarely documented well.

